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Responsible AI & privacy

Responsible AI & privacy

Responsible AI and privacy

Addressing the harms of AI-generated inauthentic content

Filippo Menczer, David Crandall, Yong-Yeol Ahn, Apu Kapadia
Nature Machine Intelligence 2023
[paper]

Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models

Sam Goree, Weslie Khoo, David Crandall
AAAI 2023
[paper]

Semantically Stealthy Adversarial Attacks against Segmentation Models

Zhenhua Chen, Chuhua Wang, David Crandall
WACV 2022
[paper] [video]

Privacy Norms and Preferences for Photos Posted Online

Roberto Hoyle, Luke Stark, Qatrunnada Ismail, David Crandall, Apu Kapadia, Denise Anthony
ACM Transactions on Computer-Human Interaction 2020
[paper] [video]

Automatically Detecting Bystanders in Photos to Reduce Privacy Risks

Rakibul Hasan, David Crandall, Mario Fritz, Apu Kapadia
Oakland 2020
[paper] [video]

Can Privacy Be Satisfying? On Improving Viewer Satisfaction for Privacy-Enhanced Photos Using Aesthetic Transforms

Rakibul Hasan, Yifang Li, Eman Hassan, Kelly Caine, David J. Crandall, Roberto Hoyle, Apu Kapadia
CHI 2019
[paper]

Conveying Situational Information to People with Visual Impairments

Tousif Ahmed, Rakibul Hasan, Kay Connelly, David Crandall, Apu Kapadia
CHI Workshop on Situationally-Induced Impairments and Disabilities in Mobile Interaction 2019
[paper]

Viewer Experience of Obscuring Scene Elements in Photos to Enhance Privacy

Rakibul Hasan, Eman Hassan, Yifang Li, Kelly Caine, David J. Crandall, Roberto Hoyle, Apu Kapadia
CHI 2018
[paper]

Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition

Mingze Xu, Aidean Sharghi, Xin Chen, David Crandall
WACV 2018
[paper]

Understanding the Physical Safety, Security, and Privacy Concerns of People with Visual Impairments

Tousif Ahmed, Roberto Hoyle, Patrick Shaffer, Kay Connelly, David Crandall, Apu Kapadia
IEEE Internet Computing 2017

Cartooning for enhanced privacy in lifelogging and streaming video

Eman Hassan, Rakibul Hasan, Patrick Shaffer, David Crandall, Apu Kapadia
CVPR CV-COPS 2017 2017
[paper]

Addressing Physical Safety, Security, and Privacy for People with Visual Impairments

Tousif Ahmed, Patrick Shaffer, Kay Connelly, David Crandall, Apu Kapadia
SOUPS 2016
[paper]

Enhancing Lifelogging Privacy by Detecting Screens

Mohammed Korayem, Robert Templeman, Dennis Chen, David Crandall, Apu Kapadia
CHI 2016
[paper] [website]

Considering Privacy Implications of Assistive Devices for People with Visual Impairments

Tousif Ahmed, Roberto Hoyle, Patrick Shaffer, Kay Connelly, David Crandall, Apu Kapadia
WISH 2016

Sensitive Lifelogs: A Privacy Analysis of Photos from Wearable Cameras

Roberto Hoyle, Robert Templeman, Denise Anthony, David Crandall, Apu Kapadia
CHI 2015
[paper]

Privacy Concerns and Behaviors of People with Visual Impairments

Tousif Ahmed, Roberto Hoyle, Kay Connelly, David Crandall, Apu Kapadia
CHI 2015
[paper]

Privacy Behaviors of Lifeloggers using Wearable Cameras

Roberto Hoyle, Robert Templeman, Steven Armes, Denise Anthony, David Crandall, Apu Kapadia
UbiComp 2014
[paper] [video]

mFingerprint: Privacy-preserving user modeling with multimodal mobile device footprints

Haipeng Zhang, Zhixian Yan, Jun Yang, Emmanuel Munguia Tapia, David Crandall
SBP 2014
[paper]

PlaceAvoider: Steering First-Person Cameras away from Sensitive Spaces

Robert Templeman, Mohammed Korayem, David Crandall, Apu Kapadia
NDSS 2014
[paper]

Reactive Security: Responding to Visual Stimuli from Wearable Cameras

Robert Templeman, Roberto Hoyle, David Crandall, Apu Kapadia
Ubicomp UPSIDE Workshop 2014
[paper]

PlaceRaider: Virtual Theft in Physical Spaces with Smartphones

Robert Templeman, Zahidur Rahman, David Crandall, Apu Kapadia
NDSS 2013
[paper] [website]

De-anonymizing users across heterogeneous social computing platforms

Mohammed Korayem, David Crandall
ICWSM 2013
[paper]

Responsible AI & privacy

Responsible AI and privacy

IU Computer Vision Lab resources